zbparse/flask_app/old_version/基础信息整合_old.py

import json

from flask_app.general.json_utils import clean_json_string
from flask_app.工程标.投标人须知正文提取指定内容工程标 import extract_from_notice
from flask_app.old_version.判断是否分包等_old import judge_whether_main, read_questions_from_judge
from flask_app.general.llm.多线程提问 import read_questions_from_file, multi_threading
from flask_app.general.llm.通义千问long import upload_file
from flask_app.general.通用功能函数 import judge_consortium_bidding

def aggregate_basic_info_engineering(baseinfo_list):
    """
    将基础信息列表中的数据进行合并和分类。

    参数：
    - baseinfo_list (list): 包含多个基础信息的列表。

    返回：
    - dict: 合并和分类后的基础信息字典。
    """
    key_groups = {
        "招标人/代理信息": ["招标人", "招标人联系方式", "招标代理机构", "招标代理机构联系方式"],
        "项目信息": ["项目名称", "招标编号", "项目概况", "招标范围", "招标控制价", "投标竞争下浮率"],
        "关键时间/内容": [
            "投标文件递交截止日期",
            "投标文件递交方式",
            "开标时间",
            "开标地点",
            "投标人要求澄清招标文件的截止时间",
            "投标有效期",
            "评标结果公示媒介"
        ],
        "保证金相关": ["质量保证金", "退还投标保证金"],
        "其他信息": [
            "重新招标、不再招标和终止招标",
            "投标费用承担",
            "招标代理服务费",
            "是否退还投标文件",
        ]
    }

    combined_data = {}
    relevant_keys_detected = set()

    # 合并所有基础信息并收集相关键
    for baseinfo in baseinfo_list:
        combined_data.update(baseinfo)
        relevant_keys_detected.update(baseinfo.keys())

    # 动态调整键组
    dynamic_key_handling(key_groups, relevant_keys_detected)

    # 创建一个副本以存储未分类的项目
    unclassified_items = {k: v for k, v in combined_data.items() if k not in [item for sublist in key_groups.values() for item in sublist]}

    # 按键组分类并嵌套
    for group_name, keys in key_groups.items():
        group_data = {key: combined_data.get(key, "未提供") for key in keys}
        combined_data[group_name] = group_data
        # 从 unclassified_items 中移除已分类的键
        for key in keys:
            unclassified_items.pop(key, None)

    # 将剩余未分类的键值对添加到 "其他信息" 组
    combined_data["其他信息"].update(unclassified_items)

    # 移除顶层的未分类键值对
    for key in list(combined_data.keys()):
        if key not in key_groups:
            del combined_data[key]

    return combined_data

def dynamic_key_handling(key_groups, detected_keys):
    # 检查和调整键组配置
    for key in detected_keys:
        # 处理“保证金相关”组,插到"质量保证金"前
        if "保证金" in key:
            group = key_groups["保证金相关"]
            insert_before = "质量保证金"
            if insert_before in group:
                index = group.index(insert_before)
                if key not in group:  # 避免重复插入
                    group.insert(index, key)
            else:
                group.append(key)  # 如果没有找到特定键，则追加到末尾
        elif "联合体" in key:
            key_groups["项目信息"].append(key)
        elif "分包" in key:
            key_groups["项目信息"].append(key)
        elif "踏勘现场" in key:
            key_groups["其他信息"].append(key)
        elif "投标预备会" in key:
            key_groups["其他信息"].append(key)
        elif "偏离" in key:
            key_groups["其他信息"].append(key)

def combine_basic_info(knowledge_name, truncate0, output_folder, clause_path):
    """
    综合和处理基础信息，生成最终的基础信息字典。

    参数：
    - knowledge_name (str): 知识名称。
    - truncate0 (str): 文件路径。
    - output_folder (str): 输出文件夹路径。
    - clause_path (str): 条款路径。

    返回：
    - dict: 综合后的基础信息。
    """
    baseinfo_list = []
    baseinfo_file_path = 'flask_app/static/提示词/基本信息工程标.txt'
    # baseinfo_file_path = 'D:\\flask_project\\flask_app\\static\\提示词\\基本信息工程标.txt'
    questions = read_questions_from_file(baseinfo_file_path)
    res1 = multi_threading(questions, knowledge_name)

    for index, response in res1:
        try:
            if response and len(response) > 1:
                baseinfo_list.append(clean_json_string(response[1]))
            else:
                print(f"基础信息整合： Warning: Missing or incomplete response data for query index {index}.")
        except Exception as e:
            print(f"基础信息整合： Error processing response for query index {index}: {e}")

    # 判断是否分包、是否需要递交投标保证金等
    chosen_numbers, merged = judge_whether_main(truncate0, output_folder)
    baseinfo_list.append(merged)

    judge_file_path = 'flask_app/static/提示词/是否相关问题.txt'
    # judge_file_path = 'D:\\flask_project\\flask_app\\static\\提示词\\是否相关问题.txt'
    judge_questions = read_questions_from_judge(judge_file_path, chosen_numbers)
    judge_consortium = judge_consortium_bidding(baseinfo_list)  # 通过招标公告判断是否接受联合体投标

    if judge_consortium:
        judge_consortium_question = (
            "该招标文件对于联合体投标的要求是怎样的，请按json格式给我提供信息，"
            "外层键名为'联合体投标要求'，其中有一个嵌套键值对为：\"是否接受联合体投标\":\"是\""
        )
        judge_questions.append(judge_consortium_question)

    file_id = upload_file(truncate0)
    res2 = multi_threading(judge_questions, "", file_id, 2)  # 调用千问-long

    if not res2:
        print("基础信息整合： multi_threading error!")
    else:
        for question, response in res2:
            baseinfo_list.append(clean_json_string(response))

    rebidding_situation = extract_from_notice(clause_path, 3)  # "重新招标, 不再招标和终止招标"需从投标人须知正文提取
    update_json = rename_outer_key(rebidding_situation, "重新招标、不再招标和终止招标")
    baseinfo_list.append(update_json)
    aggregated_baseinfo = aggregate_basic_info_engineering(baseinfo_list)  # 现在是一个字典
    return {"基础信息": aggregated_baseinfo}

if __name__ == "__main__":
    knowledge_name = "ztb"
    output_folder="C:\\Users\Administrator\Desktop\\fsdownload\\3424b7cb-1f85-44b4-a432-44539b870405"
    truncate0="C:\\Users\Administrator\Desktop\\fsdownload\\3424b7cb-1f85-44b4-a432-44539b870405\\ztbfile_tobidders_notice_table.pdf"
    clause_path="C:\\Users\Administrator\Desktop\\fsdownload\\3424b7cb-1f85-44b4-a432-44539b870405\\clause1.json"
    res=combine_basic_info(knowledge_name,truncate0,output_folder,clause_path)
    print(json.dumps(res,ensure_ascii=False,indent=4))